MUTAGENT
An agent is never "done." It lives in a loop.
Seven stages, run over and over — each pass making the agent a little better. Offline you build & sharpen it; online it runs, and reality feeds the next pass.
Conceptualize
Build
Evaluate
Deploy
Monitor
Diagnose
Optimize
AI text/layout recreation from video frame; verify against source image.